Goats 2010

Tue Oct 23 14:00:20 2018

1 Overview

The raster GIS layer on Goats (2010) described in this document are part of the Gridded Livestock of the World database (GLW v3.1).

The GLW database was developped to meet three objectives:

  1. Collect, harmonize and disseminate sub-national global data on livestock distribution;
  2. Predict livestock numbers in areas with missing informations on livestock census counts;
  3. Provide an statistically-informed estimate of how livestock may distribute within census unit through downscaling algoritms.

Two main methods have been described in the litterature for distributing census data at the pixel level. The areal-weighted (AW) method simply considers that all pixels of the census area are equally suitable, and assign them an equal weight. It simply corresponds to the density of animals per km2 in the census unit multiplied by the pixel area. The dasymetric method (DA) assigns different weights to different pixels based on high resolution environmental predictor variables and Random Forest models, and the animal census counts are distributed according to these weights.

The AW and DA GLW global distribution data fit different purposes. The DA GLW models provide an estimate of how livestock species may be distributed within census areas. However, spatial predictors (e.g. human population density, vegetation indices, topography, etc.) that are used to derived the downscaling weights may introduce some uncontrolled counfonding effects for users willing to quantify the effect of livestock alongside these spatial predictors on an outcome. Similarly, the DA models may introduce circularity for users willing to use livestock data to study their impact on some these spatial factors, such as land-use, for example. The AW GLW models are free of any influence of spatial predictor variables, but produces more unrealistic distribution patterns, especially in large census areas containing a wide range of different land-use and farming conditions.

This report presents snapshots and links to high resolution maps of the different data layers available with the GLW v3.1 data package for Goats (2010). Three GIS layers are provided, as geotiff, with an extent of X:-180 to 180 / Y:-90 to 90, a resolution of 0.083333 decimal degrees, and with the projection CRS “+proj=longlat”:

  1. DA GLW model (5_Gt_2010_Da.tif): This layer contains the DA animal numbers per pixel, with weight estimated by the Random Forest model. Note that the totals number of animals per census polygon of the DA and AW GLW models should be identical.
  2. AW GLW model (6_Gt_2010_Aw.tif): This layer contains the AW animal numbers per pixel in polygons where data where available in the subnational census, and AW predictions from the the model in census area where the information was missing.
  3. AW GLW prediction status (7_Gt_2010_Ps.tif): This layer contains a value of 0 in pixels where the AW animal number is from a census, and value of 1 if the value was predicted by the GLW model.

2 Snapshots

Note that the snapshot below were produced in the equal-area pseudocylindrical Eckert IV projection for a proper representation of densities. The standard lat/long visualisation of global raster data tend to visually over-represent animal densities in pixels located in northern latitudes as they cover a much lower surface on earth than those close to the equator. Altough the data files are distributed in lat/long, we recommend the use of an equal-area projection for displaying our livestock density data.

2.1 Dasymetric GLW model (5_Gt_2010_DA.tif)

A high-resolution version can be visualised here.

2.2 Areal-weighted GLW model (6_Gt_2010_Aw.tif)

A high-resolution version can be visualised here.

2.3 Areas predicted in the AW model (7_Gt_2010_Ps.tif)

A high-resolution version can be visualised here.

3 Description of sub-national census data

3.1 Average Spatial Resolution (ASR)

The average spatial resolution (ASR) gives an estimate of the average resolution of each spatial unit used to build the GLW models. It is estimated, for each country as \(\sqrt[root]{Area/N_u}\), where Area is the surface of the country in square km, and \(N_u\) is the number of sub-national units per country.

3.2 Year of the sub-national input data

The following histogram and maps show the year of sub-national census data used for the GLW models.

4 Goodness of fit of polygon-level predictions

The following plot shows the goodness of fit metrics of the predictions summarized by continent and polygon size. Note that these GOF are all established through cross-validation, i.e. by measuring the correlation between observed and predicted animal numbers (log10-transformed) in polygons that were not used to train the Random Forest models (see Nicolas et al. 2015, for details). Note that some values are supported by a very low number of polygons (indicated by the np, which is the mean number of polygons used to estimate the correlation between observed and predicted values at each bootstrap).

5. Citations

The GLW database was originally described by Wint & Robinson (GLW v1, 2007) and used the DA method with weights quantified through stratified multiple regressions. The modelling procedure was automated and standardized for GLW v2 (Robinson et al. 2014) and the methodology used to derived the weights was recently improved by replacing stratified linear regression by Random Forest for producing GLW v3.0 (Nicolas et al. 2016). This dataset is described in full in Gilbert et al. (2018).

6. Country census data references

Table continues below
  Country ASR Year Census FAOSTAT Source
AFG Afghanistan 43.5 2003 7,216,121 6,789,000 Ministry of Agriculture, Irrigation and Livestock of Afghanistan
DZA Algeria 220.1 2002 2,875,820 4,287,300 Direction des Services Vétérinaires - Ministère de l’Agriculture et du Développement rural, 2003
AZE Azerbaijan 34.8 2014 656,319 620,644 The State Statistical Committee of the Republic of Azerbaijan
ALB Albania 28.2 2012 810,133 775,000 Ministry of Agriculture, Food and Consumer Protection, Albania
ARM Armenia 52.0 2015 31,891 29,687 National Statistical Service of the Republic of Armenia
AND Andorra 8.2 2012 371 NA Departament d’Estadística, Govern d’Andorra
AGO Angola 264.0 2013 4,164,696 3,844,786 CountrySTAT - Food and agriculture data network
ARG Argentina 75.6 2008 3,720,469 4,037,036 Instituto Nacional de Estadística y Censos. Argentina
AUS Australia 115.4 2011 555,812 3,500,000 Australian Bureau of Statistics
AUT Austria 29.2 2010 80,894 68,188 Statistics Austria
BWA Botswana 149.5 2014 1,605,642 1,937,971 Central Statistics Office Republic of Botswana
BEL Belgium 26.7 2010 31,560 22,000 Directorate-General Statistics Belgium
BGD Bangladesh 17.4 2008 16,191,517 51,400,000 Bangladesh Bureau of Statistics
BLZ Belize 61.0 2011 823 180 World Organisation for Animal Health - OIE
BIH Bosnia and Herzegovina 68.2 2009 70,604 64,250 Federal office of Statistics, Federation of Bosnia and Herzegovina
BOL Bolivia 59.4 2013 3,737,024 2,199,018 Instituto Nacional de Estadística, Bolivia
MMR Myanmar (Burma) 45.9 2011 3,782,501 3,421,121 Livestock Breeding and Veterinary Department (LBVD), Ministry of Livestock Breeding and Fisheries, Yangon,Myanmar
BEN Benin 38.9 2013 860,000 1,605,000 CountrySTAT - Food and agriculture data network
BLR Byelarus 41.9 2011 72,312 75,000 National Statistical Committee of the Republic of Belarus
BRA Brazil 39.4 2014 8,224,507 9,312,784 Istituto Brasileiro de Geografia e Estatistica
BTN Bhutan 13.8 2013 39,256 43,134 Ministry of Agriculture and Forest, Royal Government of Bhutan
BGR Bulgaria 20.7 2010 388,291 360,822 Ministry of Agriculture and Forestry - Agrostatistics Directorate, Bulgaria
BDI Burundi 15.2 2005 1,126,579 2,145,013 Direction Provinciale de l’Agriculture et de l’Elevage, Burundi (DPEA)
CAN Canada 43.7 2011 172,241 30,000 Statistics Canada
KHM Cambodia 31.2 2011 564 NA Ministry of Agriculture, Forestry and Fisheries
TCD Chad 246.8 2013 6,287,562 6,700,000 World Organisation for Animal Health - OIE
LKA Sri Lanka 51.6 2014 303,888 373,465 Agriculture and Environment Statistics Division, Department of Census and Statistics, Sri Lanka
COG Congo 213.1 2000 49,159 320,000 Ministere de l’Agriculture et de l’Elevage
COD Zaire 509.9 2004 6,202,825 4,052,169 Centre for Ticks and Tick-Borne Diseases, Malawi
CHN China 63.3 2006 190,964,383 195,650,000 National Bureau of Statistics of China
CHL Chile 50.2 2007 705,527 750,000 Instituto Nacional de Estadísticas, Chile
CMR Cameroon 235.2 2006 1,134,772 4,450,000 CountrySTAT - Food and agriculture data network
COM Comoros 23.7 2004 181,000 120,000 FAO Animal Production and Health Division, Emergency Centre for Transboundary Animal Diseases, Socio Economics, Production and Biodiversity Unit
COL Colombia 189.2 2014 1,088,937 1,112,000 World Organisation for Animal Health - OIE
MNP Northern Mariana Islands 11.3 2007 130 NA National Agricultural Statistics Service - United States Department of Agriculture
CRI Costa Rica 85.8 2014 12,852 5,050 Instituto Nacional de Estadística y Censos, Costa Rica
CUB Cuba 89.5 2012 585,131 938,100 Oficina Nacional de Estadísticas, República de Cuba
CPV Cape Verde 15.4 2004 148,094 231,400 Directorate of livestock
COK Cook Islands 15.8 2011 4,388 1,010 Ministry of Agriculture, Cook Islands Government
CYP Cyprus 41.0 2010 241,636 307,428 Statistical Service of Cyprus
DNK Denmark 210.5 NA 2,008 NA -9999
ECU Ecuador 34.8 2000 178,191 134,825 Project SICA, Agricultural Information System, Ministry of Agriculture and Livestock, Ecuador
EGY Egypt 191.1 2010 4,174,993 4,174,986 Central Agency for Public Mobilization and Statistics, Egypt
IRL Ireland 51.8 2010 10,520 10,500 Central Statistical Office Ireland
EST Estonia 55.0 2010 3,669 3,900 Statistikaamet Statistical Office of Estonia
ERI Eritrea 45.9 2002 4,661,761 1,750,000 Environmental Research Group Oxford (ERGO)
SLV El Salvador 9.9 2007 6,983 15,000 Ministerio de Economía - El Salvador
ETH Ethiopia 45.5 2002 23,095,013 22,786,946 Central Statistical Authority, Ethiopia
CZE Czech Republic 32.1 2010 16,818 22,486 Czech Statistical Office
GUF French Guiana 63.6 2010 1,077 1,984 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
FIN Finland 30.7 2014 2,115 4,890 Natural Resources Insitute, Finland (Luke)
FJI Fiji 34.6 2009 100,695 250,500 Department of Agriculture Economic Planning and Statistic Division, Fiji
FLK Falkland Islands (Islas Malvinas) 63.3 2010 149 NA Department of Agriculture, Falkland Islands Government
FRA France 76.0 2010 1,390,980 1,434,511 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forêt, France
GMB Gambia, The 17.4 2001 228,404 352,000 Agricultural Statistics and Resources Economics Unit (ASRE), Government of the Gambia
GAB Gabon 172.1 2002 90,002 95,000 Environmental Research Group Oxford, ERGO
GEO Georgia 31.7 2004 97,824 71,500 National Statistics Office of Georgia
GHA Ghana 46.7 2005 6,193,315 4,855,000 FAO-RIGA
DEU Germany 95.6 2010 124,200 150,000 Federal Statistical Office of the Federal Republic of Germany
GLP Guadeloupe 18.3 2010 7,533 20,000 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
GUM Guam 5.4 2002 72 700 National Agricultural Statistics Service - United States Department of Agriculture
GRC Greece 50.9 2013 3,654,794 4,850,000 Hellenic Statistical Authority
GTM Guatemala 18.2 2003 50,152 128,000 Instituto Nacional de Estadística, Guatemala
GIN Guinea 86.3 2002 1,119,001 1,931,500 Service National des Statistiques Agricoles - Ministère de l’Agriculture, de l’Elevage et des Fôrets
GZS Gaza Strip 8.5 2004 11,547 NA Palestinian Central Bureau of Statistics. Ramallah, Palestine
HTI Haiti 14.5 2009 2,110,599 1,910,000 Ministère de l’Agriculture des Ressources Naturelles et du Dévelopement Rural (MARNDR) - République d’Haïti
HRV Croatia 10.2 2003 203,340 75,000 Croatian Bureau of Statistics
HUN Hungary 68.2 2010 91,460 58,000 Hungarian Central Statistical Office
IDN Indonesia 65.6 2013 13,490,562 16,620,000 Badan Pusat Statistik, Republik Indonesia
IND India 72.8 2012 151,023,872 137,321,000 Department of Animal Husbandry, Dairying & Fisheries - Ministry of Agriculture - Government of India
IRN Iran 241.0 2012 22,094,251 22,300,000 Statistical Centre of Iran
ISR Israel 73.8 2002 32,559 100,000 Central Bureau of Statistics, Agriculture Division
ITA Italy 6.1 2010 754,209 961,000 Istituto Nazionale di Statistica
CIV Ivory Coast 130.6 2001 884,603 1,324,377 Ministere de l’Agriculture et de Ressources Animales, Direction de la Programmation, Côte d’Ivoire
IRQ Iraq 155.9 2010 1,476,845 1,519,000 World Organisation for Animal Health - OIE
JPN Japan 89.2 2013 19,454 15,000 World Organisation for Animal Health - OIE
JAM Jamaica 29.2 2009 420,188 490,000 Agricultural Business Information System, Jamaica
JOR Jordan 40.8 2007 559,006 751,730 Department of Statistics, Jordan
KEN Kenya 60.5 2009 27,740,153 28,174,158 Kenya National Bureau of Statistics
KGZ Kyrgyzstan 168.8 2003 945,151 942,484 National Statistic Committee of Kyrgyzstan
KOR South Korea 78.8 2013 256,211 243,520 World Organisation for Animal Health - OIE
KWT Kuwait 75.4 2013 153,391 181,611 Central Statistical Bureau, State of Kuwait
KAZ Kazakhstan 426.3 2012 2,821,328 2,708,901 Agency of Statistics of the Republic of Kazakhstan
LAO Laos 40.8 2011 212,539 367,000 Department of Livestock and Fisheries
LBN Lebanon 45.0 2010 403,860 403,861 Ministry of Agriculture, Lebanon
LVA Latvia 49.8 2010 12,217 13,200 Central Statistical Bureau of Latvia
LTU Lithuania 35.0 2010 14,988 14,700 Lietuvos Statistikas Departamenta
LBR Liberia 80.2 2010 96,750 338,300 Liberia Institute of Statistics & Geo-Information Services
SVK Slovakia 26.2 2011 34,053 35,686 Statistical Office of the Slovak Republic
LIE Liechtenstein 8.7 2009 452 416 Amt für Statistik Liechtenstein
LSO Lesotho 55.3 2013 824,699 875,184 Bureau of Statistics of Lesotho
LBY Libya 260.1 2013 1,250,315 2,700,000 Ministry of Agriculture, Animal & Marine Wealth
MDG Madagascar 75.5 2005 1,218,219 1,410,800 Ministere de l’Agriculture, Secretariat General, Direction de la Prevision et des Etudes Economiques, Madagascar
MTQ Martinique 6.2 2010 2,737 4,461 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
MDA Moldova 27.9 2013 131,840 111,155 Statistica Moldovei
MYT Mayotte 19.7 2010 11,500 NA Agreste la Statistique Agricole, Le Ministère de l’Agriculture, de l’Alimentation, de la Pêche et de la Ruralité, France
MNG Mongolia 70.0 2012 17,601,985 13,883,213 National Statistical Office of Mongolia
MWI Malawi 59.2 2007 2,623,017 3,893,922 Agriculture Statistics Division of the National Statistical Office of Malawi (NSO)
MKD Macedonia 17.7 2006 131,066 75,708 State Statistic Office of the Republic of Macedonia
MLI Mali 158.6 2006 9,206,601 16,522,454 Ministère de l’Agriculture de L’Elevage et del a Pêche - République du Mali
MAR Morocco 104.2 2008 5,178,300 5,685,700 Ministère de l’Agriculture, du Développement Rural et des Pêches Maritimes du Maroc
MUS Mauritius 15.2 2012 27,361 27,819 Ministry of Finance & Economic Development, Mauritius
MRT Mauritania 91.2 2007 782,450 5,500,000 Office of National Statistics, Mauritania
MLT Malta 2.2 2010 4,384 5,110 National Statistics Office of Malta
OMN Oman 196.6 2010 1,719,120 1,719,120 Ministry of Agriculture and Fisheries, Sultanate of Oman
MNE Montenegro 25.6 2010 35,001 NA Statistical office of Montenegro-MONSTAT
MEX Mexico 247.9 2009 8,989,262 8,993,221 Sistema Integral de Información y Estadística Agroalimentaria y Pesquera, México
MYS Malaysia 154.0 2012 458,646 496,194 Department of Statistics, Malaysia (Jabatan Perangkaan Malaysia)
MOZ Mozambique 74.4 2002 933,931 3,907,483 Direccao Nacional De Pecuaria
NCL New Caledonia 24.4 2012 3,165 8,200 Institut National de la Statistique et des Études Économiques, France
NER Niger 177.0 2005 11,238,266 12,722,529 Ministere des Ressources Animales, Niger
VUT Vanuatu 45.3 2009 34,086 22,000 Vanuatu National Statistics Office
NGA Nigeria 158.7 2011 65,652,372 56,524,075 National Bureau of Statistics, Nigeria
NLD Netherlands 23.0 2010 352,828 352,830 Central Bureau voor de Statistiek, Netherlands
NOR Norway 28.6 2010 63,292 67,485 Statistics Norway
NPL Nepal 44.4 2011 10,652,326 8,844,172 Central Bureau of Statistics, Nepal
NIC Nicaragua 30.0 2011 15,924 7,400 Instituto Nacional de Informacion de Desarrollo, Nicaragua
NZL New Zealand 65.0 2012 84,352 95,281 Statistics New Zealand
PRY Paraguay 37.6 2008 129,898 135,000 Ministerio de Agricultura y Ganadería, Paraguay
PER Peru 232.6 2012 1,946,217 1,968,306 World Organisation for Animal Health - OIE
PAK Pakistan 83.9 2010 45,738,255 59,858,000 Agricultural Census Organization, Ministry of Food & Agriculture, Pakistan
POL Poland 139.5 2012 89,800 122,123 European Union Statistical Office - EUROSTAT
PAN Panama 12.3 2011 8,348 8,085 Instituto Nacional De Estadística y Censo, Panamá
PRT Portugal 17.9 2009 405,622 419,000 Instituto Nacional de Estatística - Statistics Portugal
GNB Guinea-Bissau 65.3 2011 737,936 689,163 Ministère de l’Agriculture et du Développement Rural, Guinée-Bissau
QAT Qatar 35.6 2012 216,048 171,622 World Organisation for Animal Health - OIE
REU Reunion 10.6 2010 9,052 40,000 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
ROU Romania 76.2 2012 1,417,176 917,300 National Institute of Statistics, Romania
PHL Philippines 13.8 2010 3,801,523 4,177,700 Bureau of Agricultural Statistics (BAS)
PRI Puerto Rico 10.7 2012 4,344 3,300 National Agricultural Statistics Service - United States Department of Agriculture
RUS Russia 428.9 2006 2,870,300 2,136,639 Russian Federation - Federal State Statistical Service
RWA Rwanda 28.5 2012 3,305,917 2,688,273 World Organisation for Animal Health - OIE
SAU Saudi Arabia 385.8 2012 1,075,394 3,408,000 Central Department of Statistics and Information of Kingdom of Saudi Arabia
SYC Seychelles 2.9 2011 802 5,300 National Bureau of Statistics, Republic of Seychelles
ZAF South Africa 369.3 2013 6,138,146 6,274,846 World Organisation for Animal Health - OIE
SEN Senegal 77.4 2009 4,598,303 4,754,845 Agence Nationale de la Statistique et de la Démographie du Sénégal
SHN St. Helena 11.3 2009 651 1,100 Agriculture and Natural Resources Department of St Helena
SVN Slovenia 41.1 2010 34,864 29,896 Statistical Office of the republic of Slovenia
SLE Sierra Leone 74.8 2015 814,269 803,000 Statistics Sierra Leone
SOM Somalia 92.8 2005 26,159,567 11,500,000 Food security and Nutrition Analysis Unit (FSAU)
ESP Spain 8.0 2009 2,363,460 2,903,779 Instituto Nacional de Estadística, Spain
SER Serbia 22.2 2012 230,091 128,733 Statistical Office of Serbia
LCA St. Lucia 7.9 2007 8,816 9,500 Ministry of Agriculture, Forestry and Fisheries
SDN Sudan 136.0 2005 39,212,654 43,441,000 Ministry of Animal Resources and Fisheries, Sudan
SYR Syria 116.1 2012 2,378,105 2,057,000 National Agricultural Policy Center of the Ministry of Agriculture and Agrarian Reform, Syrian Arab Republic
CHE Switzerland 40.1 2009 85,131 86,987 Swiss Federal Statistical Office
ARE United Arab Emirates 101.1 2012 1,579,165 1,883,630 National Bureau of Statistics, United Arab Emirates
THA Thailand 82.6 2014 468,377 380,277 World Organisation for Animal Health - OIE
TJK Tajikistan 49.8 2011 1,744,768 1,582,811 Agency for Statistics, Tajikisthan Republik
TON Tonga 11.6 2015 1,744 12,600 Ministry of Agriculture, Food, Forests and Fisheries, Tonga
TGO Togo 107.1 2011 2,061,700 1,915,516 World Organisation for Animal Health - OIE
TUN Tunisia 80.5 2012 1,272,460 1,295,940 Observatoire National de l’Agriculture, Ministère de l’Agriculture de l’Environnement et des Ressources Hydrauliques, Tunisia
TUR Turkey 29.2 2009 11,007,764 5,128,285 Turkish Statistical Institute
TKM Turkmenistan 307.5 2012 2,402,106 2,800,000 State Committee of Statistics of Turkmenistan
TZA Tanzania, United Republic of 83.1 2009 13,649,567 13,600,000 CountryStat FAO United Republic of Tanzania
UGA Uganda 6.5 NA 10,435,223 13,207,840 Uganda Bureau of Statistics
GBR United Kingdom 45.3 2010 77,820 93,000 Department for Environment Food & Rural Affairs, U.K.
UKR Ukraine 154.6 2015 493,596 635,500 State Statistics Committee of Ukraine
USA United States 54.6 2012 2,579,052 3,038,000 National Agricultural Statistics Service - United States Department of Agriculture
BFA Burkina Faso 78.2 2008 11,633,992 12,342,454 Bureau Central du Recensement General de l’Agriculture, Burkina Faso
URY Uruguay 96.8 2014 5,712 16,700 World Organisation for Animal Health - OIE
UZB Uzbekistan 179.3 2007 2,021,696 2,281,300 State Statistics Committee of the Republic of Uzbekistan
VEN Venezuela 57.3 2007 1,057,056 1,417,718 Ministerio del Poder Popular para la Agricultura y Tierras - Venezuela
NAM Namibia 252.4 2010 2,131,929 2,100,000 World Organisation for Animal Health - OIE
WST West Bank 23.0 2004 387,274 NA Palestinian Central Bureau of Statistics. Ramallah, Palestine
ESH Western Sahara 367.3 2009 282,737 175,000 Direction de la Statistique du Maroc
WSM Western Samoa 53.8 2009 128 NA Samoa Bureau of Statistics
SWZ Swaziland 65.9 2013 458,516 275,000 World Organisation for Animal Health - OIE
YEM Yemen 154.9 2013 9,255,373 9,016,000 Ministry of Agriculture and Irrigation, Republic of Yemen
ZMB Zambia 302.9 2009 636,419 2,200,000 Department of Research and Specialist Services, Zambia
ZWE Zimbabwe 82.6 2008 3,170,533 2,702,800 Department of Livestock and Veterinary Services
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FIN Statistics database: Number of livestock by municipality 2014 (http://statdb.luke.fi/PXWeb/pxweb/en/LUKE/LUKE__02%20Maatalous__04%20Tuotanto__12%20Kotielainten%20lukumaara/?tablelist=true&rxid=001bc7da-70f4-47c4-a6c2-c9100d8b50db)
FJI National Agricultural Census 2009 report (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_3/FJI_ENG_REP_2009.pdf)
FLK Statistics Book 2010
FRA Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
GMB Report of the Agricultural Census of The Gambia 2001/2002 Volume 1 and Volume 2
GAB Agro-ecological distributions for Africa ( (Data CD)
GEO First National Agricultural Census 2004 in Georgia (http://geostat.ge/cms/site_images/_files/english/agriculture/census/section7.pdf)
GHA Rural Income Generating Activities (RIGA) Database - Ghana 2005 (rural subset)
DEU Census of Agriculture 2010
GLP Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
GUM USDA - NASS, 2002 (http://www.agcensus.usda.gov/Publications/2002/index.php)
GRC Farm Structure Survey (FSS): Holdings and number of animals / 2013 (http://www.statistics.gr/en/statistics/-/publication/SPK12/-)
GTM IV Censo Nacional Agropecuario, 2003 (http://www.ine.gob.gt/np/agropecuario/tomo%20IV.pdf) - last access 01/2014
GIN Enquete Agricole, Resultats. Conakry, Republique de Guinee
GZS Agricultural Statistics 2003/2004
HTI Rècensement Général de l’Agriculture (RGA) 2008/2009 (http://www.agriculture.gouv.ht/view/01/?-Recensement-General-de-l,36-)
HRV Agricultural Census 2003 (http://www.dzs.hr/Eng/censuses/Agriculture2003/census_agr.htm)
HUN Agricultural Census 2010 (https://www.ksh.hu/agricultural_census_fss_2010)
IDN Data Sensus Pertanian 2013 (http://st2013.bps.go.id/dev2/index.php)
IND 19th Livestock Census - 2012, all india report (http://www.dahd.nic.in/dahd/WriteReadData/Livestock.pdf)
IRN Iran Statistical Yearbook 2011-2012 (1390) (https://www.amar.org.ir/Default.aspx?tabid=2156)
ISR Annual tables from publication: agriculture in Israel 2001-2003
ITA Censimento Agricultura 2010 (http://dati-censimentoagricoltura.istat.it)
CIV Recensement National de l’Agriculture, 2001
IRQ Iraq: World Animal Health Information Database (WAHID) - Animal Population 2008-2010 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
JPN Japan: World Animal Health Information Database (WAHID) - Animal Population 2007-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
JAM Livestock Summary Report, 2009
JOR The Agricultural Census 2007 (http://www.dos.gov.jo/dos_home_e/main/index.htm)
KEN Population and Housing Census 2009. Livestock Population by Type and District (http://www.knbs.or.ke/index.php?option=com_phocadownload&view=category&id=109:population-and-housing-census-2009&Itemid=599)
KGZ Results of the first agricultural census of the Kyrgyz republic of 2003.(Second Stage).Publication I livestock Production. Bishkek 2004.
KOR Republic of Korea: World Animal Health Information Database (WAHID) - Animal Population 2012 - 2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
KWT Annual Agricultural Statistics 2013-2014 (http://www.csb.gov.kw/Socan_Statistic_EN.aspx?ID=42)
KAZ Basic indicators for 2003-2012 (http://www.eng.stat.kz/digital/Agriculture/Pages/default.aspx)
LAO Lao Livestock census Data 2011/12 In: PDR Farm Animal Distributions, 2011: Comparative Maps of Agricultural Census and Administrative Returns
LBN Green Project and Agriculture, 2010
LVA Results of the 2010 Agricultural Census in Latvia (http://www.csb.gov.lv/en/dati/agricultural-census-2010-30766.html)
LTU Number of livestock by administrative territory, 2011
LBR Regional Agricultural Statistics of Liberia, 2011
SVK Livestock by territory, Products and period (http://px-web.statistics.sk/PXWebSlovak/index_en.htm) - last access 05/2014
LIE Landwirtschaftsstatistik 2009 (http://www.llv.li/amtsstellen/llv-as-publikationsarchiv/llv-as-publikationen-landwirtschaft.htm)
LSO Lesotho Livestock Statistics Report 2013/2014
LBY Department of Animal Production - 2013 Data
MDG Recensement de l’agriculture (RA) Campagne agricole 2004-2005
MTQ Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
MDA Statistical Yearbook of the Republic of Moldova 2013. Online data (last access 06/2014): http://www.statistica.md/pageview.php?l=en&idc=263&id=2193
MYT Recensement Agricole 2010
MNG Number of livestock by type, by regions, soums, aimags and the Capital - data online (MONSIS): http://www.1212.mn/en/ - last access June 2013
MWI National Census of Agriculture and Livestock (October 2006 - October 2007)
MKD Census of Agriculture 2007 (http://www.stat.gov.mk/PrikaziPublikacija_en.aspx?id=51&rbr=205)
MLI Politique Nationale de Developpement de l’Elevage - Cellule de Planification et Statistique du MAEP (data online available feb07)
MAR Maroc Regions 2008
MUS Digest of Agricultural Statistics 2012 (http://statsmauritius.gov.mu/English/StatsbySubj/Documents/Digest%20of%20Agriculture%202012_vetted.pdf)
MRT Monographies Des Regiones
MLT Census of Agriculture 2010 (http://www.nso.gov.mt/statdoc/document_file.aspx?id=3360)
OMN Agricultural Statistics Year Book, 2010 (http://maf.gov.om/Download.ashx?File=FCKupload/File/15394.pdf)
MNE Agriculture Census 2010 (http://www.monstat.org/eng/page.php?id=58&pageid=58)
MEX online available data: 09/2011 access
MYS Selected Agricultural Indicators 2013 (Indikator Pertanian Terpilih 2013) (http://www.statistics.gov.my/portal/index.php?option=com_content&view=article&id=1834:free-download&catid=61&Itemid=111&lang=bm)
MOZ Annual Reports, 2003
NCL Recensement Général Agricole (RGA) 2012 (http://www.isee.nc/economie-entreprises/entreprises-secteurs-d-activites/agriculture-peche-aquaculture)
NER Recensement Général de l’Agriculture et du Cheptel. Volume II. Résultats Définitifs (Volet cheptel) . Juin 2007. (Projet GCP/NER/041/EC)
VUT 2009 National Population and Housing Census
NGA National Agriculture Sample Survey (NASS) 2010/2011
NLD Agriculture: crops, livestock and land use by general far type, region - 2011
NOR Agricultural Census 2010 (http://www.ssb.no/en/jord-skog-jakt-og-fiskeri/artikler-og-publikasjoner/landbruksteljing-2010)
NPL National Census of Agriculture 2011-2012 (http://cbs.gov.np/?p=2567)
NIC IV CENAGRO - Censo Nacional Agropecuario 2011 (http://www.inide.gob.ni/)
NZL 2012 Agricultural Census (http://www.stats.govt.nz/browse_for_stats/industry_sectors/agriculture-horticulture-forestry/2012-agricultural-census-tables.aspx)
PRY Censo Agropecuario Nacional 2008
PER Peru: World Animal Health Information Database (WAHID) - Animal Population 2011-2012 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
PAK Agricultural Census 2010 (http://www.pbs.gov.pk/content/agricultural-census-2010-pakistan-report)
POL Agr_r_animal-Animal populations (http://epp.eurostat.ec.europa.eu/portal/page/portal/statistics/search_database?_piref458_1209540_458_211810_211810.node_code=agr_r_animal - last access sept 2013)
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GNB Synthèse des résultats du Recensement National de l’ Elevage en Guinée-Bissau
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REU Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
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PHL Livestock survey Philippines 2010
PRI 2012 Census of Agriculture (http://www.agcensus.usda.gov/Publications/2012/)
RUS Russia Agricultural Census, 2006
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SEN Live Data Base LDB (http://www.ansd.sn/publications_SES_region.html)
SHN Livestock Census 2009
SVN Agricultural Census Slovenia 2010 (http://www.stat.si/eng/novica_prikazi.aspx?id=4594)
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LCA Census of Agriculture - Final report 2007
SDN Estimates supplied by Veterinary staff at Ministry of Animal Resources for 2005
SYR Syrian Agricultural Database (SAD), 2005-2012 (http://www.napcsyr.net/caf/collections?version=syrdb&subset=agriculture)
CHE Recensement des enterprises agricoles,1999-2009
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TJK Regions of Tajikisthan Republic, 2012 (http://stat.tj/en/img/2336a7fa84c06406cfe3606ccfe6d58a_1356711960.pdf)
TON Tonga National Agricultural Census 2015 (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_5/TON_ENG_REP_2015.pdf)
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TUN La production Animale en 2012 (http://www.onagri.nat.tn/statistiques)
TUR Livestock Database 2015 (https://biruni.tuik.gov.tr/hayvancilikapp/hayvancilik_ing.zul)
TKM Statistical Yearbook of Turkmenistan 2012 (http://www.stat.gov.tm/assets/social/Yearbook_2012.pdf)
TZA CountryStat FAO United Republic of Tanzania
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UKR Livestock in Ukraine (http://ukrstat.org/en/druk/publicat/kat_e/publ4_e.htm)
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BFA Recensement General de l’Agriculture 2006-2010 (http://www.sisa.bf/index.php?option=com_content&view=article&id=112&Itemid=127)
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VEN VII Censo Agrícola - 2007
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WST Agricultural Statistics 2002/2003
ESH Annuaires Statistiques des Regions
WSM Agriculture Census - Analytical Report 2009 (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_4/WSM_ENG_REPa_2009.pdf)
SWZ Swaziland: World Animal Health Information Database (WAHID) - Animal Population 2012-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
YEM Agricultural Statistics Year Book 2013 (http://agricultureyemen.com/page.php?id=463)
ZMB National Livestock Census by Province 1994 to 2009
ZWE Livestock Census Summary